Mateo Gende Lozano  

Contratado predoutoral (PC-PD)

Department Computer Science and Information Technologies
Knowledgment area Computational Science and Artificial Intelligence
Research  Research group Grupo de Visión Artificial y Reconocimiento de Patrones
Research lines Computer Vision, Image Processing, Medical Imaging, Pattern Recognition, Machine Learning
Contacto UDC directory
Orcid id0000-0003-1686-7189

Teaching

Subjects taught

This section shows the teaching given in degrees, masters and other officers studies in last 6 years.

Subject and involved studies Distance hours Total hours
Human Machine Interfaces 0 30
Subject and involved studies Distance hours Total hours
Human Machine Interfaces
Degree in Computer Engineering
0 30
Subject and involved studies Distance hours Total hours
Human Machine Interfaces
Degree in Computer Engineering
0 30

EOG works and final master thesis directed

No available EOG works or final master thesis directed by current teacher since 2013 year.

Research results

Select merit type and year to query research merits.

Diagnóstico digital: transformando la detección y manejo de pacientes en enfermedades neurovasculares"

Funding entity Ministerio de Ciencia e Innovación
Main researches Marcos Ortega Hortas (IP1) / Jorge Novo Buján (IP2)
Type Proyecto Programas Nacionales
Dates From 01/12/2022 to 30/11/2024

CUANTIFICACION Y CARACTERIZACION COMPUTACIONAL DE IMAGEN MULTIMODAL OFTALMOLOGICA: ESTUDIOS EN ESCLEROSIS MULTIPLE

Funding entity Ministerio de Ciencia e Innovación
Main researches Manuel González Penedo; José Rouco Maseda
Type Proyecto Programas Nacionales
Dates From 03/09/2020 to 31/12/2023

Herramienta de Análisis de la Membrana Epirretiniana en Imágenes OCT - HAMER-OCT

Type Software Registrado
Entity Universidade da Coruña
Authors Joaquim de Moura, Jorge Novo Buján, Marcos Ortega Hortas, J. Rouco, M. Gende
Application date 31/03/2022
Approval date 31/03/2022

A new generative approach for optical coherence tomography data scarcity: unpaired mutual conversion between scanning presets

Authors M. Gende, J. de Moura, J. Novo, M G Penedo, M. Ortega
Journal MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING
DOI https://doi.org/10.1007/s11517-022-02742-6

End-to-end multi-task learning approaches for the joint epiretinal membrane segmentation and screening in OCT images

Authors M. Gende, J. de Moura, J. Novo, M. Ortega
Journal COMPUTERIZED MEDICAL IMAGING AND GRAPHICS Vol. 98 (pages 102068 to 102081)
DOI https://doi.org/10.1016/j.compmedimag.2022.102068

Automatic Segmentation and Intuitive Visualisation of the Epiretinal Membrane in 3D OCT Images Using Deep Convolutional Approaches

Authors M. Gende, J. de Moura, J. Novo, P. Charlón, M Ortega
Journal IEEE Access Vol. 9 (pages 75993 to 76004)
DOI https://doi.org/10.1109/access.2021.3082638

Fully Automatic Epiretinal Membrane Segmentation in OCT Scans Using Convolutional Networks

Authors M. Gende. J. de Moura. J. Novo. M. Ortega
Book AI Applications for Disease Diagnosis and Treatment
Publishing: IGI Global.
ISBN: 9781668423042
Pages From 88 to 121

High/Low Quality Style Transfer for Mutual Conversion of OCT Images Using Contrastive Unpaired Translation Generative Adversarial Networks
International Conference on Image Analysis and Processing - ICIAP 2022
International

Authors M. Gende, J. de Moura, J. Novo, M. Ortega
Place Lecce (Italia)
DOI https://doi.org/10.1007/978-3-031-06427-2_18

Impact of the Region of Analysis on the Performance of the Automatic Epiretinal Membrane Segmentation in OCT Images
18th International Conference on Computer Aided Systems Theory - Eurocast'22
International

Authors M. Gende, D. I. Morís, J. de Moura, J. Novo, M. Ortega
Organization Universidad de Las Palmas de Gran Canaria (ULPGC)
Place Palmas de Gran Canaria, Las (España)

Performance Analysis of GAN Approaches in the Portable Chest X-ray Synthetic Image Generation for COVID-19 Screening
18th International Conference on Computer Aided Systems Theory - Eurocast'22
International

Authors D. I. Morís, M. Gende, J. de Moura, J. Novo, M. Ortega
Organization Universidad de Las Palmas de Gran Canaria (ULPGC)
Place Palmas de Gran Canaria, Las (España)

Multi-task Convolutional Neural Networks for the End-to-end Simultaneous Segmentation and Screening of the Epiretinal Membrane in OCT Images
V XoveTIC Conference 2022
Autonomous

Authors M. Gende, Joaquim de Moura, Jorge Novo Buján, Manuel G. Penedo, Marcos Ortega Hortas
Organization Centro de Investigación en Tecnoloxías da Información e as Comunicacións (CITIC)
Place Coruña, A (España)

Automatic Segmentation and Visualisation of the Epiretinal Membrane in OCT Scans Using Densely Connected Convolutional Networks
IV Congreso XoveTIC 2021
International

Authors M. Gende, J. de Moura, J. Novo, P. Charlón, M. Ortega
Organization Centro de Investigación en Tecnoloxías da Información e as Comunicacións (CITIC)
Place Coruña, A (España)
DOI https://doi.org/10.3390/engproc2021007002

Positions

Academic or management positions held by teacher.

Xunta da Facultade de Informática

Vocal PDI

From 18/03/2024.

Consello do Departamento Ciencias da Computación e Tecnoloxías da Información

Vocal PDI

From 15/03/2023.

Consello do Departamento Ciencias da Computación e Tecnoloxías da Información

Vocal Estudiante